SGER: New Research Directions in Integrated Cognitive Architectures

这笔用于探索性研究的小额赠款旨在开发智能行为的集成架构。这个领域的大多数工作都集中在一个特定的体系结构类别上——生产系统。这项工作提出了一种新的认知架构，伊卡洛斯，体现了完全不同的原则。该研究将在智能物理体的知识表示、利用和获取方面取得基础性进展。此外，它主要依赖于将这些功能集成到统一的认知体系结构中，该体系结构必须足够通用，以便在许多领域中操作。这种智能行为的统一框架可能会对人工智能和认知科学产生重大影响。

This small grant for exploratory research aims to develop an integrated architecture for intelligent behavior. Most work in this area has focused on a particular class of architectures - production systems. This work proposes a new novel cognitive architecture, Icarus, that embodies quite different principles. The research will make basic advances in representation, utilization, and acquisition of knowledge in intelligent physical agents. Moreover, it relies centrally on the integration of these capabilities into a unified cognitive architecture that must be general enough to operate in many domains. Such a unified framework for intelligent behavior could have a major impact on both artificial intelligence and cognitive science.